25. UAI 2009:
Montreal, QC, Canada
, Andrew Y. Ng
(Eds.): UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009.
AUAI Press 2009
, Bernhard Sick
: Lower Bound Bayesian Networks - An Efficient Inference of Lower Bounds on Probability Distributions in Bayesian Networks.
: Prediction Markets, Mechanism Design, and Cooperative Game Theory.
Hal Daumé III
: Bayesian Multitask Learning with Latent Hierarchies.
: MAP Estimation, Message Passing, and Perfect Graphs.
: Improving Compressed Counting.
: Interpretation and Generalization of Score Matching.
, Guy Lebanon
: Domain Knowledge Uncertainty and Probabilistic Parameter Constraints.
: Logical Inference Algorithms and Matrix Representations for Probabilistic Conditional Independence.
: A factorization criterion for acyclic directed mixed graphs.
: Characterizing predictable classes of processes.
: Measuring Inconsistency in Probabilistic Knowledge Bases.
, Ru He
: Computing Posterior Probabilities of Structural Features in Bayesian Networks.
Christopher M. Vigorito
: Temporal-Difference Networks for Dynamical Systems with Continuous Observations and Actions.
: Simulation-Based Game Theoretic Analysis of Keyword Auctions with Low-Dimensional Bidding Strategies.
: Herding Dynamic Weights for Partially Observed Random Field Models.